RK3588, developed by Rockchip, is a new-generation high-performance processor with key advantages that make it well-suited for intelligent surveillance applications:
Powerful AI Computing Performance: Equipped with a built-in NPU (Neural Processing Unit) delivering up to 6 TOPS of AI computing power. It supports major AI frameworks like TensorFlow, PyTorch, and ONNX.
Rich Image Input Interfaces: Offers multiple camera input interfaces such as MIPI CSI, allowing seamless connection to HD cameras for real-time video capture and processing.
High-performance Graphics and Video Processing: Supports 4K and even 8K video encoding/decoding, enabling ultra-high-definition monitoring and analysis.
Multi-OS Support and Flexible Deployment: Compatible with Linux and Android, facilitating quick development and deployment of customized solutions.
In security monitoring, RK3588-based embedded computers can be used to run various AI inference tasks at the edge, such as:
RK3588 enables real-time facial detection and recognition directly on the device, as images are captured by the camera. This edge-side inference eliminates the need to transmit full image data to the cloud, reducing latency and protecting privacy.
In scenarios such as residential areas, campuses, or shopping malls, the system can identify abnormal behaviors like loitering, running, or crowd gathering, and issue alerts to security personnel.
Pre-trained AI models can detect security incidents such as unauthorized access, unattended baggage, or fights. The system can then trigger alerts, alarms, or notifications for immediate action, achieving proactive security.
